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$20

AI for Oil & Gas / Energy

Deep specialization in AI for reservoir engineering, refinery process optimization, pipeline integrity, power plant performance, energy trading & demand forecasting, and energy transition sustainability. Built for petroleum, process, and power engineers.

"Predict well decline beyond Arps models, optimize crude diet for BS-VI specs, classify pipeline ILI anomalies, and forecast renewable CUF from weather data"

6 Modules

Each module builds on the previous one. By the end, you have a complete production system.

  1. 1

    AI for Reservoir Engineering & Production Optimization

    Production optimization report with AI-enhanced decline analysis and reserves estimate

  2. 2

    AI for Refinery Process Optimization

    Refinery optimization report with crude diet and product slate recommendations

  3. 3

    AI for Pipeline Integrity & Asset Management

    Pipeline integrity assessment with repair prioritization and risk ranking

  4. 4

    AI for Power Plant Performance Optimization

    Plant performance dashboard with efficiency and compliance analysis

  5. 5

    AI for Energy Trading & Demand Forecasting

    Energy trading strategy with demand forecast and price predictions

  6. 6

    AI for Energy Transition & Sustainability

    Energy transition roadmap with green hydrogen economics and ESG scorecard

Production patterns you'll master

Reservoir EngineeringRefinery OptimizationPipeline IntegrityPower PlantsEnergy TradingEnergy Transition

Synthetic data included

  • Well production data (500 records)
  • Reservoir properties (20)
  • Decline curve analysis (15 wells)
  • Crude assay data (30 crudes)
  • Distillation unit data (400 records)
  • Refinery economics (12 months)
  • Pipeline inspection (300 records)
  • Cathodic protection (200)
  • Leak detection events (25)
  • Thermal plant data (500 records)
  • Emissions monitoring (300)
  • Renewable generation (400)
  • Power demand (365 days)
  • Gas trading contracts (30)
  • Carbon credits (20)
  • Energy mix projections
  • Green hydrogen data (100)
  • ESG reporting metrics

What you walk away with

Shareable portfolio

A public URL showing your module timeline, patterns mastered, and completion status.

All the code

Download everything as a ZIP — pipelines, guardrails, deployment configs. Yours forever.

Module walkthrough

Each module documented with deliverables and the production pattern you implemented.

Ready to build your ai for oil & gas / energy?

First course free. $20 per course after that.